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Causal Analysis and Mitigation of Spurious Onsets in Full-Duplex Speech LLMs

arXiv cs.CL · 2026-09-15 Cached

This paper analyzes spurious onsets in full-duplex speech LLMs like Moshi and PersonaPlex and introduces an inference-time mitigation method based on causal analysis to suppress them without retraining.

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#speech-ai

Show HN: Nari Qwen3-TTS and Qwen3-ASR – High accuracy, low latency and cost

Hacker News Top · 2026-09-14 Cached

Nari Labs introduces Qwen3-TTS and Qwen3-ASR models, providing high accuracy, low latency, and cost-effectiveness in a free public beta, alongside optimized APIs and services for production deployment.

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#speech-ai

@wsl8297: There is a repository on GitHub that clearly organizes the research lineage of Speech Language Models (SpeechLM): Awesome-SpeechLM-Survey. It comprehensively organizes classification frameworks, representative models, training datasets, and evaluation benchmarks into a single 'knowledge map,' making it time-efficient to look up materials, fill in background knowledge, and find benchmarks.

X AI KOLs Timeline · 2026-05-14 Cached

The Awesome-SpeechLM-Survey repository on GitHub systematically organizes the research lineage of speech language models, including classification frameworks, representative models, training datasets, and evaluation benchmarks. It serves as a knowledge map for understanding the field.

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